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  • University of Montreal/Mila

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  1. femnist-dataset-PyTorch femnist-dataset-PyTorch Public

    A custom PyTorch dataset class for the federated learning femnist dataset

    Python 4

  2. FederatedLearningBaselines FederatedLearningBaselines Public template

    Python 1

  3. DistributionsForFL DistributionsForFL Public

    Code implementations for splitting datasets for federated learning

    Python 2

  4. GuidingLastLayerFLPretrain GuidingLastLayerFLPretrain Public

    Code for our paper "Guiding The Last Layer in Federated Learning with Pre-Trained Models"

    Python 7 1

  5. Re-WeightedSoftmaxCross-EntropyForFL Re-WeightedSoftmaxCross-EntropyForFL Public

    Implementation of our paper Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning

    Python